2 papers
eess.AS2018
Independent Low-Rank Matrix Analysis Based on Time-Variant Sub-Gaussian Source Model
Shinichi Mogami, Norihiro Takamune, Daichi Kitamura +5
Independent low-rank matrix analysis (ILRMA) is a fast and stable method for blind audio source separation. Conventional ILRMAs assume time-variant (super-)Gaussian source models,…
cs.SD2018
Monaural source enhancement maximizing source-to-distortion ratio via automatic differentiation
Hiroaki Nakajima, Yu Takahashi, Kazunobu Kondo +1
Recently, deep neural network (DNN) has made a breakthrough in monaural source enhancement. Through a training step by using a large amount of data, DNN estimates a mapping between…